title: Correlation approach for the detection of the heartbeat intervals using force sensors placed under the bed posts.
abstract: This study proposes a method for detecting the heartbeat intervals of a person lying on a bed from ballistocardiographic signals recorded unobtrusively with four dynamic force sensors located under the bed posts. The method does not recognize individual heartbeats, but the intervals where the correlation between two consecutive signal segments maximizes. This study evaluated the performance of the method with nine subjects in 1-h long recordings and achieved 91% beat-to-beat interval (BBI) recognition coverage; 98.6% of the detected BBIs differed less than 50 ms from the values calculated from a reference electrocardiogram signal. This study also evaluated the reliability of two parameters of heart rate variability that have been used in sleep quality assessment in several studies and are usually calculated for 30 s epochs. The results suggest that the method is able to provide sufficient reliability for using the data in evaluation of sleep quality.
authors.affiliation: Department of Automation Science and Engineering, Tampere University of Technology, Korkeakoulunkatu 3, 33720, Tampere, Finland. antti.vehkaoja@tut.fi
authors.forename: Antti
authors.initials: A
authors.lastname: Vehkaoja
authors.forename: Satu
authors.initials: S
authors.lastname: Rajala
authors.forename: Pekka
authors.initials: P
authors.lastname: Kumpulainen
authors.forename: Jukka
authors.initials: J
authors.lastname: Lekkala
mesh_terms: D000328:Adult; D000465:Algorithms; D001450:Ballistocardiography / Q000379:methods*; D001513:Beds; D005260:Female; D006339:Heart Rate / Q000502:physiology*; D006801:Humans; D008297:Male; D008991:Monitoring, Physiologic / Q000379:methods; D012815:Signal Processing, Computer-Assisted; D055815:Young Adult